EmailPriorityDetection

tags: anomaly, detection, corporate

Note: This is an AI-generated dataset so its content may be inaccurate or false

Dataset Description:

The 'EmailPriorityDetection' dataset contains a collection of long corporate emails with detailed metadata for the purpose of training machine learning models to automatically detect and categorize the priority of email messages. Each email is analyzed to assign a priority label such as 'High', 'Medium', or 'Low', based on the content and context within the email.

CSV Content Preview:

Id,Email_Subject,Email_Body,Email_Date,Email_Sender,Email_Recipient,Label
1,"Project Deadline Urgent", "Dear team, The deadline for Project Falcon is next Monday. It is crucial that we accelerate our efforts to meet this timeline. Your prompt attention to this matter is highly appreciated.", "2021-04-03 08:45:00","[email protected]","[email protected]","High"
2,"Weekly Team Update", "Hello all, Please find the weekly team update attached. Looking forward to your feedback. Regards,", "2021-04-03 09:30:00","[email protected]","[email protected]","Medium"
3,"Staff Request for Leave", "Dear HR, I would like to request leave for the period of April 10-14. Please find my leave request attached for your consideration.", "2021-04-03 09:45:00","[email protected]","[email protected]","Low"
4,"Important: Security Breach Alert", "Team, We have identified a potential security breach in our system. Immediate action is required. Please follow the attached security protocol.", "2021-04-03 10:05:00","[email protected]","[email protected]","High"
5,"Monthly Newsletter", "Good Morning Team, Here's our monthly newsletter featuring industry updates, staff achievements, and upcoming events. Don't miss the exciting stuff!", "2021-04-03 10:15:00","[email protected]","[email protected]","Low"

Source of the data:

The dataset was generated using the Infinite Dataset Hub and microsoft/Phi-3-mini-4k-instruct using the query 'long corporate emails sorted by priority with detailed columns':

• Dataset Generation Page: https://huggingface.co/spaces/infinite-dataset-hub/infinite-dataset-hub?q=long+corporate+emails+sorted+by+priority+with+detailed+columns&dataset=EmailPriorityDetection&tags=anomaly,+detection,+corporate
• Model: https://huggingface.co/microsoft/Phi-3-mini-4k-instruct
• More Datasets: https://huggingface.co/datasets?other=infinite-dataset-hub